Table 3 Differences between clients who most clearly have and those who most clearly do not have not rehabilitation potential, according to SVM.
From: Using machine learning algorithms to guide rehabilitation planning for home care clients
Clearly Have | Clearly No | Absolute | |
|---|---|---|---|
Covariates | Potential | Potential | Difference |
h2a = 1 | 0.01 | 0.10 | 0.09 |
h2b = 1 | 0.08 | 0.16 | 0.08 |
h2c = 1 | 0.04 | 0.15 | 0.11 |
h2d = 1 | 0.22 | 0.37 | 0.15 |
h2e = 1 | 0.11 | 0.32 | 0.21 |
h2f = 1 | 0.17 | 0.37 | 0.20 |
h2g = 1 | 0.01 | 0.12 | 0.12 |
h2h = 1 | 0.03 | 0.24 | 0.20 |
h2i = 1 | 0.07 | 0.27 | 0.20 |
h2j = 1 | 0.29 | 1.00 | 0.71 |
c3 = 1 | 1.00 | 0.94 | 0.06 |
p6 = 1 | 0.49 | 0.11 | 0.37 |
h3 = 1 | 0.49 | 0.12 | 0.37 |
k8b = 1 | 0.17 | 0.29 | 0.12 |
k8c = 1 | 0.05 | 0.05 | 0.00 |
k8d = 1 | 0.32 | 0.02 | 0.30 |
h7a = 1 | 0.65 | 0.00 | 0.65 |
h7b = 1 | 0.35 | 0.00 | 0.35 |
h7c = 1 | 0.46 | 0.00 | 0.46 |